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  <ul>
<li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code> — Abstract Syntax Trees</a><ul>
<li><a class="reference internal" href="#node-classes">Node classes</a></li>
<li><a class="reference internal" href="#abstract-grammar">Abstract Grammar</a></li>
<li><a class="reference internal" href="#ast-helpers"><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code> Helpers</a></li>
</ul>
</li>
</ul>

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  <div class="section" id="module-ast">
<span id="ast-abstract-syntax-trees"></span><h1><a class="reference internal" href="#module-ast" title="ast: Abstract Syntax Tree classes and manipulation."><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code></a> — Abstract Syntax Trees<a class="headerlink" href="#module-ast" title="Permalink to this headline">¶</a></h1>
<p><strong>Source code:</strong> <a class="reference external" href="https://github.com/python/cpython/tree/3.8/Lib/ast.py">Lib/ast.py</a></p>
<hr class="docutils" />
<p>The <a class="reference internal" href="#module-ast" title="ast: Abstract Syntax Tree classes and manipulation."><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code></a> module helps Python applications to process trees of the Python
abstract syntax grammar.  The abstract syntax itself might change with each
Python release; this module helps to find out programmatically what the current
grammar looks like.</p>
<p>An abstract syntax tree can be generated by passing <code class="xref py py-data docutils literal notranslate"><span class="pre">ast.PyCF_ONLY_AST</span></code> as
a flag to the <a class="reference internal" href="functions.html#compile" title="compile"><code class="xref py py-func docutils literal notranslate"><span class="pre">compile()</span></code></a> built-in function, or using the <a class="reference internal" href="#ast.parse" title="ast.parse"><code class="xref py py-func docutils literal notranslate"><span class="pre">parse()</span></code></a>
helper provided in this module.  The result will be a tree of objects whose
classes all inherit from <a class="reference internal" href="#ast.AST" title="ast.AST"><code class="xref py py-class docutils literal notranslate"><span class="pre">ast.AST</span></code></a>.  An abstract syntax tree can be
compiled into a Python code object using the built-in <a class="reference internal" href="functions.html#compile" title="compile"><code class="xref py py-func docutils literal notranslate"><span class="pre">compile()</span></code></a> function.</p>
<div class="section" id="node-classes">
<h2>Node classes<a class="headerlink" href="#node-classes" title="Permalink to this headline">¶</a></h2>
<dl class="class">
<dt id="ast.AST">
<em class="property">class </em><code class="sig-prename descclassname">ast.</code><code class="sig-name descname">AST</code><a class="headerlink" href="#ast.AST" title="Permalink to this definition">¶</a></dt>
<dd><p>This is the base of all AST node classes.  The actual node classes are
derived from the <code class="file docutils literal notranslate"><span class="pre">Parser/Python.asdl</span></code> file, which is reproduced
<a class="reference internal" href="#abstract-grammar"><span class="std std-ref">below</span></a>.  They are defined in the <code class="xref py py-mod docutils literal notranslate"><span class="pre">_ast</span></code> C
module and re-exported in <a class="reference internal" href="#module-ast" title="ast: Abstract Syntax Tree classes and manipulation."><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code></a>.</p>
<p>There is one class defined for each left-hand side symbol in the abstract
grammar (for example, <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.stmt</span></code> or <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.expr</span></code>).  In addition,
there is one class defined for each constructor on the right-hand side; these
classes inherit from the classes for the left-hand side trees.  For example,
<code class="xref py py-class docutils literal notranslate"><span class="pre">ast.BinOp</span></code> inherits from <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.expr</span></code>.  For production rules
with alternatives (aka “sums”), the left-hand side class is abstract: only
instances of specific constructor nodes are ever created.</p>
<span class="target" id="index-0"></span><span class="target" id="index-1"></span><dl class="attribute">
<dt id="ast.AST._fields">
<code class="sig-name descname">_fields</code><a class="headerlink" href="#ast.AST._fields" title="Permalink to this definition">¶</a></dt>
<dd><p>Each concrete class has an attribute <a class="reference internal" href="#ast.AST._fields" title="ast.AST._fields"><code class="xref py py-attr docutils literal notranslate"><span class="pre">_fields</span></code></a> which gives the names
of all child nodes.</p>
<p>Each instance of a concrete class has one attribute for each child node,
of the type as defined in the grammar.  For example, <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.BinOp</span></code>
instances have an attribute <code class="xref py py-attr docutils literal notranslate"><span class="pre">left</span></code> of type <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.expr</span></code>.</p>
<p>If these attributes are marked as optional in the grammar (using a
question mark), the value might be <code class="docutils literal notranslate"><span class="pre">None</span></code>.  If the attributes can have
zero-or-more values (marked with an asterisk), the values are represented
as Python lists.  All possible attributes must be present and have valid
values when compiling an AST with <a class="reference internal" href="functions.html#compile" title="compile"><code class="xref py py-func docutils literal notranslate"><span class="pre">compile()</span></code></a>.</p>
</dd></dl>

<dl class="attribute">
<dt id="ast.AST.lineno">
<code class="sig-name descname">lineno</code><a class="headerlink" href="#ast.AST.lineno" title="Permalink to this definition">¶</a></dt>
<dt id="ast.AST.col_offset">
<code class="sig-name descname">col_offset</code><a class="headerlink" href="#ast.AST.col_offset" title="Permalink to this definition">¶</a></dt>
<dt id="ast.AST.end_lineno">
<code class="sig-name descname">end_lineno</code><a class="headerlink" href="#ast.AST.end_lineno" title="Permalink to this definition">¶</a></dt>
<dt id="ast.AST.end_col_offset">
<code class="sig-name descname">end_col_offset</code><a class="headerlink" href="#ast.AST.end_col_offset" title="Permalink to this definition">¶</a></dt>
<dd><p>Instances of <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.expr</span></code> and <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.stmt</span></code> subclasses have
<a class="reference internal" href="#ast.AST.lineno" title="ast.AST.lineno"><code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code></a>, <a class="reference internal" href="#ast.AST.col_offset" title="ast.AST.col_offset"><code class="xref py py-attr docutils literal notranslate"><span class="pre">col_offset</span></code></a>, <a class="reference internal" href="#ast.AST.lineno" title="ast.AST.lineno"><code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code></a>, and <a class="reference internal" href="#ast.AST.col_offset" title="ast.AST.col_offset"><code class="xref py py-attr docutils literal notranslate"><span class="pre">col_offset</span></code></a>
attributes.  The <a class="reference internal" href="#ast.AST.lineno" title="ast.AST.lineno"><code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code></a> and <a class="reference internal" href="#ast.AST.end_lineno" title="ast.AST.end_lineno"><code class="xref py py-attr docutils literal notranslate"><span class="pre">end_lineno</span></code></a> are the first and
last line numbers of source text span (1-indexed so the first line is line 1)
and the <a class="reference internal" href="#ast.AST.col_offset" title="ast.AST.col_offset"><code class="xref py py-attr docutils literal notranslate"><span class="pre">col_offset</span></code></a> and <a class="reference internal" href="#ast.AST.end_col_offset" title="ast.AST.end_col_offset"><code class="xref py py-attr docutils literal notranslate"><span class="pre">end_col_offset</span></code></a> are the corresponding
UTF-8 byte offsets of the first and last tokens that generated the node.
The UTF-8 offset is recorded because the parser uses UTF-8 internally.</p>
<p>Note that the end positions are not required by the compiler and are
therefore optional. The end offset is <em>after</em> the last symbol, for example
one can get the source segment of a one-line expression node using
<code class="docutils literal notranslate"><span class="pre">source_line[node.col_offset</span> <span class="pre">:</span> <span class="pre">node.end_col_offset]</span></code>.</p>
</dd></dl>

<p>The constructor of a class <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.T</span></code> parses its arguments as follows:</p>
<ul class="simple">
<li><p>If there are positional arguments, there must be as many as there are items
in <code class="xref py py-attr docutils literal notranslate"><span class="pre">T._fields</span></code>; they will be assigned as attributes of these names.</p></li>
<li><p>If there are keyword arguments, they will set the attributes of the same
names to the given values.</p></li>
</ul>
<p>For example, to create and populate an <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.UnaryOp</span></code> node, you could
use</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">node</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">UnaryOp</span><span class="p">()</span>
<span class="n">node</span><span class="o">.</span><span class="n">op</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">USub</span><span class="p">()</span>
<span class="n">node</span><span class="o">.</span><span class="n">operand</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">Constant</span><span class="p">()</span>
<span class="n">node</span><span class="o">.</span><span class="n">operand</span><span class="o">.</span><span class="n">value</span> <span class="o">=</span> <span class="mi">5</span>
<span class="n">node</span><span class="o">.</span><span class="n">operand</span><span class="o">.</span><span class="n">lineno</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">node</span><span class="o">.</span><span class="n">operand</span><span class="o">.</span><span class="n">col_offset</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">node</span><span class="o">.</span><span class="n">lineno</span> <span class="o">=</span> <span class="mi">0</span>
<span class="n">node</span><span class="o">.</span><span class="n">col_offset</span> <span class="o">=</span> <span class="mi">0</span>
</pre></div>
</div>
<p>or the more compact</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">node</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">UnaryOp</span><span class="p">(</span><span class="n">ast</span><span class="o">.</span><span class="n">USub</span><span class="p">(),</span> <span class="n">ast</span><span class="o">.</span><span class="n">Constant</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="n">lineno</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">col_offset</span><span class="o">=</span><span class="mi">0</span><span class="p">),</span>
                   <span class="n">lineno</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="n">col_offset</span><span class="o">=</span><span class="mi">0</span><span class="p">)</span>
</pre></div>
</div>
</dd></dl>

<div class="versionchanged">
<p><span class="versionmodified changed">Changed in version 3.8: </span>Class <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.Constant</span></code> is now used for all constants.</p>
</div>
<div class="deprecated">
<p><span class="versionmodified deprecated">Deprecated since version 3.8: </span>Old classes <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.Num</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.Str</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.Bytes</span></code>,
<code class="xref py py-class docutils literal notranslate"><span class="pre">ast.NameConstant</span></code> and <code class="xref py py-class docutils literal notranslate"><span class="pre">ast.Ellipsis</span></code> are still available,
but they will be removed in future Python releases.  In the meanwhile,
instantiating them will return an instance of a different class.</p>
</div>
</div>
<div class="section" id="abstract-grammar">
<span id="id1"></span><h2>Abstract Grammar<a class="headerlink" href="#abstract-grammar" title="Permalink to this headline">¶</a></h2>
<p>The abstract grammar is currently defined as follows:</p>
<div class="highlight-none notranslate"><div class="highlight"><pre><span></span>-- ASDL&#39;s 5 builtin types are:
-- identifier, int, string, object, constant

module Python
{
    mod = Module(stmt* body, type_ignore *type_ignores)
        | Interactive(stmt* body)
        | Expression(expr body)
        | FunctionType(expr* argtypes, expr returns)

        -- not really an actual node but useful in Jython&#39;s typesystem.
        | Suite(stmt* body)

    stmt = FunctionDef(identifier name, arguments args,
                       stmt* body, expr* decorator_list, expr? returns,
                       string? type_comment)
          | AsyncFunctionDef(identifier name, arguments args,
                             stmt* body, expr* decorator_list, expr? returns,
                             string? type_comment)

          | ClassDef(identifier name,
             expr* bases,
             keyword* keywords,
             stmt* body,
             expr* decorator_list)
          | Return(expr? value)

          | Delete(expr* targets)
          | Assign(expr* targets, expr value, string? type_comment)
          | AugAssign(expr target, operator op, expr value)
          -- &#39;simple&#39; indicates that we annotate simple name without parens
          | AnnAssign(expr target, expr annotation, expr? value, int simple)

          -- use &#39;orelse&#39; because else is a keyword in target languages
          | For(expr target, expr iter, stmt* body, stmt* orelse, string? type_comment)
          | AsyncFor(expr target, expr iter, stmt* body, stmt* orelse, string? type_comment)
          | While(expr test, stmt* body, stmt* orelse)
          | If(expr test, stmt* body, stmt* orelse)
          | With(withitem* items, stmt* body, string? type_comment)
          | AsyncWith(withitem* items, stmt* body, string? type_comment)

          | Raise(expr? exc, expr? cause)
          | Try(stmt* body, excepthandler* handlers, stmt* orelse, stmt* finalbody)
          | Assert(expr test, expr? msg)

          | Import(alias* names)
          | ImportFrom(identifier? module, alias* names, int? level)

          | Global(identifier* names)
          | Nonlocal(identifier* names)
          | Expr(expr value)
          | Pass | Break | Continue

          -- XXX Jython will be different
          -- col_offset is the byte offset in the utf8 string the parser uses
          attributes (int lineno, int col_offset, int? end_lineno, int? end_col_offset)

          -- BoolOp() can use left &amp; right?
    expr = BoolOp(boolop op, expr* values)
         | NamedExpr(expr target, expr value)
         | BinOp(expr left, operator op, expr right)
         | UnaryOp(unaryop op, expr operand)
         | Lambda(arguments args, expr body)
         | IfExp(expr test, expr body, expr orelse)
         | Dict(expr* keys, expr* values)
         | Set(expr* elts)
         | ListComp(expr elt, comprehension* generators)
         | SetComp(expr elt, comprehension* generators)
         | DictComp(expr key, expr value, comprehension* generators)
         | GeneratorExp(expr elt, comprehension* generators)
         -- the grammar constrains where yield expressions can occur
         | Await(expr value)
         | Yield(expr? value)
         | YieldFrom(expr value)
         -- need sequences for compare to distinguish between
         -- x &lt; 4 &lt; 3 and (x &lt; 4) &lt; 3
         | Compare(expr left, cmpop* ops, expr* comparators)
         | Call(expr func, expr* args, keyword* keywords)
         | FormattedValue(expr value, int? conversion, expr? format_spec)
         | JoinedStr(expr* values)
         | Constant(constant value, string? kind)

         -- the following expression can appear in assignment context
         | Attribute(expr value, identifier attr, expr_context ctx)
         | Subscript(expr value, slice slice, expr_context ctx)
         | Starred(expr value, expr_context ctx)
         | Name(identifier id, expr_context ctx)
         | List(expr* elts, expr_context ctx)
         | Tuple(expr* elts, expr_context ctx)

          -- col_offset is the byte offset in the utf8 string the parser uses
          attributes (int lineno, int col_offset, int? end_lineno, int? end_col_offset)

    expr_context = Load | Store | Del | AugLoad | AugStore | Param

    slice = Slice(expr? lower, expr? upper, expr? step)
          | ExtSlice(slice* dims)
          | Index(expr value)

    boolop = And | Or

    operator = Add | Sub | Mult | MatMult | Div | Mod | Pow | LShift
                 | RShift | BitOr | BitXor | BitAnd | FloorDiv

    unaryop = Invert | Not | UAdd | USub

    cmpop = Eq | NotEq | Lt | LtE | Gt | GtE | Is | IsNot | In | NotIn

    comprehension = (expr target, expr iter, expr* ifs, int is_async)

    excepthandler = ExceptHandler(expr? type, identifier? name, stmt* body)
                    attributes (int lineno, int col_offset, int? end_lineno, int? end_col_offset)

    arguments = (arg* posonlyargs, arg* args, arg? vararg, arg* kwonlyargs,
                 expr* kw_defaults, arg? kwarg, expr* defaults)

    arg = (identifier arg, expr? annotation, string? type_comment)
           attributes (int lineno, int col_offset, int? end_lineno, int? end_col_offset)

    -- keyword arguments supplied to call (NULL identifier for **kwargs)
    keyword = (identifier? arg, expr value)

    -- import name with optional &#39;as&#39; alias.
    alias = (identifier name, identifier? asname)

    withitem = (expr context_expr, expr? optional_vars)

    type_ignore = TypeIgnore(int lineno, string tag)
}
</pre></div>
</div>
</div>
<div class="section" id="ast-helpers">
<h2><a class="reference internal" href="#module-ast" title="ast: Abstract Syntax Tree classes and manipulation."><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code></a> Helpers<a class="headerlink" href="#ast-helpers" title="Permalink to this headline">¶</a></h2>
<p>Apart from the node classes, the <a class="reference internal" href="#module-ast" title="ast: Abstract Syntax Tree classes and manipulation."><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code></a> module defines these utility functions
and classes for traversing abstract syntax trees:</p>
<dl class="function">
<dt id="ast.parse">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">parse</code><span class="sig-paren">(</span><em class="sig-param">source</em>, <em class="sig-param">filename='&lt;unknown&gt;'</em>, <em class="sig-param">mode='exec'</em>, <em class="sig-param">*</em>, <em class="sig-param">type_comments=False</em>, <em class="sig-param">feature_version=None</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.parse" title="Permalink to this definition">¶</a></dt>
<dd><p>Parse the source into an AST node.  Equivalent to <code class="docutils literal notranslate"><span class="pre">compile(source,</span>
<span class="pre">filename,</span> <span class="pre">mode,</span> <span class="pre">ast.PyCF_ONLY_AST)</span></code>.</p>
<p>If <code class="docutils literal notranslate"><span class="pre">type_comments=True</span></code> is given, the parser is modified to check
and return type comments as specified by <span class="target" id="index-2"></span><a class="pep reference external" href="https://www.python.org/dev/peps/pep-0484"><strong>PEP 484</strong></a> and <span class="target" id="index-3"></span><a class="pep reference external" href="https://www.python.org/dev/peps/pep-0526"><strong>PEP 526</strong></a>.
This is equivalent to adding <code class="xref py py-data docutils literal notranslate"><span class="pre">ast.PyCF_TYPE_COMMENTS</span></code> to the
flags passed to <a class="reference internal" href="functions.html#compile" title="compile"><code class="xref py py-func docutils literal notranslate"><span class="pre">compile()</span></code></a>.  This will report syntax errors
for misplaced type comments.  Without this flag, type comments will
be ignored, and the <code class="docutils literal notranslate"><span class="pre">type_comment</span></code> field on selected AST nodes
will always be <code class="docutils literal notranslate"><span class="pre">None</span></code>.  In addition, the locations of <code class="docutils literal notranslate"><span class="pre">#</span> <span class="pre">type:</span>
<span class="pre">ignore</span></code> comments will be returned as the <code class="docutils literal notranslate"><span class="pre">type_ignores</span></code>
attribute of <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code> (otherwise it is always an empty list).</p>
<p>In addition, if <code class="docutils literal notranslate"><span class="pre">mode</span></code> is <code class="docutils literal notranslate"><span class="pre">'func_type'</span></code>, the input syntax is
modified to correspond to <span class="target" id="index-4"></span><a class="pep reference external" href="https://www.python.org/dev/peps/pep-0484"><strong>PEP 484</strong></a> “signature type comments”,
e.g. <code class="docutils literal notranslate"><span class="pre">(str,</span> <span class="pre">int)</span> <span class="pre">-&gt;</span> <span class="pre">List[str]</span></code>.</p>
<p>Also, setting <code class="docutils literal notranslate"><span class="pre">feature_version</span></code> to a tuple <code class="docutils literal notranslate"><span class="pre">(major,</span> <span class="pre">minor)</span></code>
will attempt to parse using that Python version’s grammar.
Currently <code class="docutils literal notranslate"><span class="pre">major</span></code> must equal to <code class="docutils literal notranslate"><span class="pre">3</span></code>.  For example, setting
<code class="docutils literal notranslate"><span class="pre">feature_version=(3,</span> <span class="pre">4)</span></code> will allow the use of <code class="docutils literal notranslate"><span class="pre">async</span></code> and
<code class="docutils literal notranslate"><span class="pre">await</span></code> as variable names.  The lowest supported version is
<code class="docutils literal notranslate"><span class="pre">(3,</span> <span class="pre">4)</span></code>; the highest is <code class="docutils literal notranslate"><span class="pre">sys.version_info[0:2]</span></code>.</p>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>It is possible to crash the Python interpreter with a
sufficiently large/complex string due to stack depth limitations
in Python’s AST compiler.</p>
</div>
<div class="versionchanged">
<p><span class="versionmodified changed">Changed in version 3.8: </span>Added <code class="docutils literal notranslate"><span class="pre">type_comments</span></code>, <code class="docutils literal notranslate"><span class="pre">mode='func_type'</span></code> and <code class="docutils literal notranslate"><span class="pre">feature_version</span></code>.</p>
</div>
</dd></dl>

<dl class="function">
<dt id="ast.literal_eval">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">literal_eval</code><span class="sig-paren">(</span><em class="sig-param">node_or_string</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.literal_eval" title="Permalink to this definition">¶</a></dt>
<dd><p>Safely evaluate an expression node or a string containing a Python literal or
container display.  The string or node provided may only consist of the
following Python literal structures: strings, bytes, numbers, tuples, lists,
dicts, sets, booleans, and <code class="docutils literal notranslate"><span class="pre">None</span></code>.</p>
<p>This can be used for safely evaluating strings containing Python values from
untrusted sources without the need to parse the values oneself.  It is not
capable of evaluating arbitrarily complex expressions, for example involving
operators or indexing.</p>
<div class="admonition warning">
<p class="admonition-title">Warning</p>
<p>It is possible to crash the Python interpreter with a
sufficiently large/complex string due to stack depth limitations
in Python’s AST compiler.</p>
</div>
<div class="versionchanged">
<p><span class="versionmodified changed">Changed in version 3.2: </span>Now allows bytes and set literals.</p>
</div>
</dd></dl>

<dl class="function">
<dt id="ast.get_docstring">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">get_docstring</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">clean=True</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.get_docstring" title="Permalink to this definition">¶</a></dt>
<dd><p>Return the docstring of the given <em>node</em> (which must be a
<code class="xref py py-class docutils literal notranslate"><span class="pre">FunctionDef</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">AsyncFunctionDef</span></code>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ClassDef</span></code>,
or <code class="xref py py-class docutils literal notranslate"><span class="pre">Module</span></code> node), or <code class="docutils literal notranslate"><span class="pre">None</span></code> if it has no docstring.
If <em>clean</em> is true, clean up the docstring’s indentation with
<a class="reference internal" href="inspect.html#inspect.cleandoc" title="inspect.cleandoc"><code class="xref py py-func docutils literal notranslate"><span class="pre">inspect.cleandoc()</span></code></a>.</p>
<div class="versionchanged">
<p><span class="versionmodified changed">Changed in version 3.5: </span><code class="xref py py-class docutils literal notranslate"><span class="pre">AsyncFunctionDef</span></code> is now supported.</p>
</div>
</dd></dl>

<dl class="function">
<dt id="ast.get_source_segment">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">get_source_segment</code><span class="sig-paren">(</span><em class="sig-param">source</em>, <em class="sig-param">node</em>, <em class="sig-param">*</em>, <em class="sig-param">padded=False</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.get_source_segment" title="Permalink to this definition">¶</a></dt>
<dd><p>Get source code segment of the <em>source</em> that generated <em>node</em>.
If some location information (<code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code>, <code class="xref py py-attr docutils literal notranslate"><span class="pre">end_lineno</span></code>,
<code class="xref py py-attr docutils literal notranslate"><span class="pre">col_offset</span></code>, or <code class="xref py py-attr docutils literal notranslate"><span class="pre">end_col_offset</span></code>) is missing, return <code class="docutils literal notranslate"><span class="pre">None</span></code>.</p>
<p>If <em>padded</em> is <code class="docutils literal notranslate"><span class="pre">True</span></code>, the first line of a multi-line statement will
be padded with spaces to match its original position.</p>
<div class="versionadded">
<p><span class="versionmodified added">New in version 3.8.</span></p>
</div>
</dd></dl>

<dl class="function">
<dt id="ast.fix_missing_locations">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">fix_missing_locations</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.fix_missing_locations" title="Permalink to this definition">¶</a></dt>
<dd><p>When you compile a node tree with <a class="reference internal" href="functions.html#compile" title="compile"><code class="xref py py-func docutils literal notranslate"><span class="pre">compile()</span></code></a>, the compiler expects
<code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code> and <code class="xref py py-attr docutils literal notranslate"><span class="pre">col_offset</span></code> attributes for every node that supports
them.  This is rather tedious to fill in for generated nodes, so this helper
adds these attributes recursively where not already set, by setting them to
the values of the parent node.  It works recursively starting at <em>node</em>.</p>
</dd></dl>

<dl class="function">
<dt id="ast.increment_lineno">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">increment_lineno</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">n=1</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.increment_lineno" title="Permalink to this definition">¶</a></dt>
<dd><p>Increment the line number and end line number of each node in the tree
starting at <em>node</em> by <em>n</em>. This is useful to “move code” to a different
location in a file.</p>
</dd></dl>

<dl class="function">
<dt id="ast.copy_location">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">copy_location</code><span class="sig-paren">(</span><em class="sig-param">new_node</em>, <em class="sig-param">old_node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.copy_location" title="Permalink to this definition">¶</a></dt>
<dd><p>Copy source location (<code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code>, <code class="xref py py-attr docutils literal notranslate"><span class="pre">col_offset</span></code>, <code class="xref py py-attr docutils literal notranslate"><span class="pre">end_lineno</span></code>,
and <code class="xref py py-attr docutils literal notranslate"><span class="pre">end_col_offset</span></code>) from <em>old_node</em> to <em>new_node</em> if possible,
and return <em>new_node</em>.</p>
</dd></dl>

<dl class="function">
<dt id="ast.iter_fields">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">iter_fields</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.iter_fields" title="Permalink to this definition">¶</a></dt>
<dd><p>Yield a tuple of <code class="docutils literal notranslate"><span class="pre">(fieldname,</span> <span class="pre">value)</span></code> for each field in <code class="docutils literal notranslate"><span class="pre">node._fields</span></code>
that is present on <em>node</em>.</p>
</dd></dl>

<dl class="function">
<dt id="ast.iter_child_nodes">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">iter_child_nodes</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.iter_child_nodes" title="Permalink to this definition">¶</a></dt>
<dd><p>Yield all direct child nodes of <em>node</em>, that is, all fields that are nodes
and all items of fields that are lists of nodes.</p>
</dd></dl>

<dl class="function">
<dt id="ast.walk">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">walk</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.walk" title="Permalink to this definition">¶</a></dt>
<dd><p>Recursively yield all descendant nodes in the tree starting at <em>node</em>
(including <em>node</em> itself), in no specified order.  This is useful if you only
want to modify nodes in place and don’t care about the context.</p>
</dd></dl>

<dl class="class">
<dt id="ast.NodeVisitor">
<em class="property">class </em><code class="sig-prename descclassname">ast.</code><code class="sig-name descname">NodeVisitor</code><a class="headerlink" href="#ast.NodeVisitor" title="Permalink to this definition">¶</a></dt>
<dd><p>A node visitor base class that walks the abstract syntax tree and calls a
visitor function for every node found.  This function may return a value
which is forwarded by the <a class="reference internal" href="#ast.NodeVisitor.visit" title="ast.NodeVisitor.visit"><code class="xref py py-meth docutils literal notranslate"><span class="pre">visit()</span></code></a> method.</p>
<p>This class is meant to be subclassed, with the subclass adding visitor
methods.</p>
<dl class="method">
<dt id="ast.NodeVisitor.visit">
<code class="sig-name descname">visit</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.NodeVisitor.visit" title="Permalink to this definition">¶</a></dt>
<dd><p>Visit a node.  The default implementation calls the method called
<code class="samp docutils literal notranslate"><span class="pre">self.visit_</span><em><span class="pre">classname</span></em></code> where <em>classname</em> is the name of the node
class, or <a class="reference internal" href="#ast.NodeVisitor.generic_visit" title="ast.NodeVisitor.generic_visit"><code class="xref py py-meth docutils literal notranslate"><span class="pre">generic_visit()</span></code></a> if that method doesn’t exist.</p>
</dd></dl>

<dl class="method">
<dt id="ast.NodeVisitor.generic_visit">
<code class="sig-name descname">generic_visit</code><span class="sig-paren">(</span><em class="sig-param">node</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.NodeVisitor.generic_visit" title="Permalink to this definition">¶</a></dt>
<dd><p>This visitor calls <a class="reference internal" href="#ast.NodeVisitor.visit" title="ast.NodeVisitor.visit"><code class="xref py py-meth docutils literal notranslate"><span class="pre">visit()</span></code></a> on all children of the node.</p>
<p>Note that child nodes of nodes that have a custom visitor method won’t be
visited unless the visitor calls <a class="reference internal" href="#ast.NodeVisitor.generic_visit" title="ast.NodeVisitor.generic_visit"><code class="xref py py-meth docutils literal notranslate"><span class="pre">generic_visit()</span></code></a> or visits them
itself.</p>
</dd></dl>

<p>Don’t use the <a class="reference internal" href="#ast.NodeVisitor" title="ast.NodeVisitor"><code class="xref py py-class docutils literal notranslate"><span class="pre">NodeVisitor</span></code></a> if you want to apply changes to nodes
during traversal.  For this a special visitor exists
(<a class="reference internal" href="#ast.NodeTransformer" title="ast.NodeTransformer"><code class="xref py py-class docutils literal notranslate"><span class="pre">NodeTransformer</span></code></a>) that allows modifications.</p>
<div class="deprecated">
<p><span class="versionmodified deprecated">Deprecated since version 3.8: </span>Methods <code class="xref py py-meth docutils literal notranslate"><span class="pre">visit_Num()</span></code>, <code class="xref py py-meth docutils literal notranslate"><span class="pre">visit_Str()</span></code>, <code class="xref py py-meth docutils literal notranslate"><span class="pre">visit_Bytes()</span></code>,
<code class="xref py py-meth docutils literal notranslate"><span class="pre">visit_NameConstant()</span></code> and <code class="xref py py-meth docutils literal notranslate"><span class="pre">visit_Ellipsis()</span></code> are deprecated
now and will not be called in future Python versions.  Add the
<code class="xref py py-meth docutils literal notranslate"><span class="pre">visit_Constant()</span></code> method to handle all constant nodes.</p>
</div>
</dd></dl>

<dl class="class">
<dt id="ast.NodeTransformer">
<em class="property">class </em><code class="sig-prename descclassname">ast.</code><code class="sig-name descname">NodeTransformer</code><a class="headerlink" href="#ast.NodeTransformer" title="Permalink to this definition">¶</a></dt>
<dd><p>A <a class="reference internal" href="#ast.NodeVisitor" title="ast.NodeVisitor"><code class="xref py py-class docutils literal notranslate"><span class="pre">NodeVisitor</span></code></a> subclass that walks the abstract syntax tree and
allows modification of nodes.</p>
<p>The <a class="reference internal" href="#ast.NodeTransformer" title="ast.NodeTransformer"><code class="xref py py-class docutils literal notranslate"><span class="pre">NodeTransformer</span></code></a> will walk the AST and use the return value of
the visitor methods to replace or remove the old node.  If the return value
of the visitor method is <code class="docutils literal notranslate"><span class="pre">None</span></code>, the node will be removed from its
location, otherwise it is replaced with the return value.  The return value
may be the original node in which case no replacement takes place.</p>
<p>Here is an example transformer that rewrites all occurrences of name lookups
(<code class="docutils literal notranslate"><span class="pre">foo</span></code>) to <code class="docutils literal notranslate"><span class="pre">data['foo']</span></code>:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="k">class</span> <span class="nc">RewriteName</span><span class="p">(</span><span class="n">NodeTransformer</span><span class="p">):</span>

    <span class="k">def</span> <span class="nf">visit_Name</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">node</span><span class="p">):</span>
        <span class="k">return</span> <span class="n">Subscript</span><span class="p">(</span>
            <span class="n">value</span><span class="o">=</span><span class="n">Name</span><span class="p">(</span><span class="nb">id</span><span class="o">=</span><span class="s1">&#39;data&#39;</span><span class="p">,</span> <span class="n">ctx</span><span class="o">=</span><span class="n">Load</span><span class="p">()),</span>
            <span class="nb">slice</span><span class="o">=</span><span class="n">Index</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="n">Constant</span><span class="p">(</span><span class="n">value</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">id</span><span class="p">)),</span>
            <span class="n">ctx</span><span class="o">=</span><span class="n">node</span><span class="o">.</span><span class="n">ctx</span>
        <span class="p">)</span>
</pre></div>
</div>
<p>Keep in mind that if the node you’re operating on has child nodes you must
either transform the child nodes yourself or call the <code class="xref py py-meth docutils literal notranslate"><span class="pre">generic_visit()</span></code>
method for the node first.</p>
<p>For nodes that were part of a collection of statements (that applies to all
statement nodes), the visitor may also return a list of nodes rather than
just a single node.</p>
<p>If <a class="reference internal" href="#ast.NodeTransformer" title="ast.NodeTransformer"><code class="xref py py-class docutils literal notranslate"><span class="pre">NodeTransformer</span></code></a> introduces new nodes (that weren’t part of
original tree) without giving them location information (such as
<code class="xref py py-attr docutils literal notranslate"><span class="pre">lineno</span></code>), <a class="reference internal" href="#ast.fix_missing_locations" title="ast.fix_missing_locations"><code class="xref py py-func docutils literal notranslate"><span class="pre">fix_missing_locations()</span></code></a> should be called with
the new sub-tree to recalculate the location information:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">tree</span> <span class="o">=</span> <span class="n">ast</span><span class="o">.</span><span class="n">parse</span><span class="p">(</span><span class="s1">&#39;foo&#39;</span><span class="p">,</span> <span class="n">mode</span><span class="o">=</span><span class="s1">&#39;eval&#39;</span><span class="p">)</span>
<span class="n">new_tree</span> <span class="o">=</span> <span class="n">fix_missing_locations</span><span class="p">(</span><span class="n">RewriteName</span><span class="p">()</span><span class="o">.</span><span class="n">visit</span><span class="p">(</span><span class="n">tree</span><span class="p">))</span>
</pre></div>
</div>
<p>Usually you use the transformer like this:</p>
<div class="highlight-python3 notranslate"><div class="highlight"><pre><span></span><span class="n">node</span> <span class="o">=</span> <span class="n">YourTransformer</span><span class="p">()</span><span class="o">.</span><span class="n">visit</span><span class="p">(</span><span class="n">node</span><span class="p">)</span>
</pre></div>
</div>
</dd></dl>

<dl class="function">
<dt id="ast.dump">
<code class="sig-prename descclassname">ast.</code><code class="sig-name descname">dump</code><span class="sig-paren">(</span><em class="sig-param">node</em>, <em class="sig-param">annotate_fields=True</em>, <em class="sig-param">include_attributes=False</em><span class="sig-paren">)</span><a class="headerlink" href="#ast.dump" title="Permalink to this definition">¶</a></dt>
<dd><p>Return a formatted dump of the tree in <em>node</em>.  This is mainly useful for
debugging purposes.  If <em>annotate_fields</em> is true (by default),
the returned string will show the names and the values for fields.
If <em>annotate_fields</em> is false, the result string will be more compact by
omitting unambiguous field names.  Attributes such as line
numbers and column offsets are not dumped by default.  If this is wanted,
<em>include_attributes</em> can be set to true.</p>
</dd></dl>

<div class="admonition seealso">
<p class="admonition-title">See also</p>
<p><a class="reference external" href="https://greentreesnakes.readthedocs.io/">Green Tree Snakes</a>, an external
documentation resource, has good details on working with Python ASTs.</p>
<p><a class="reference external" href="https://asttokens.readthedocs.io/en/latest/user-guide.html">ASTTokens</a>
annotates Python ASTs with the positions of tokens and text in the source
code that generated them. This is helpful for tools that make source code
transformations.</p>
<p><a class="reference external" href="http://leoeditor.com/appendices.html#leoast-py">leoAst.py</a> unifies the
token-based and parse-tree-based views of python programs by inserting
two-way links between tokens and ast nodes.</p>
<p><a class="reference external" href="https://libcst.readthedocs.io/">LibCST</a> parses code as a Concrete Syntax
Tree that looks like an ast tree and keeps all formatting details. It’s
useful for building automated refactoring (codemod) applications and
linters.</p>
<p><a class="reference external" href="https://parso.readthedocs.io">Parso</a> is a Python parser that supports
error recovery and round-trip parsing for different Python versions (in
multiple Python versions). Parso is also able to list multiple syntax errors
in your python file.</p>
</div>
</div>
</div>


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  <h3><a href="../contents.html">Table of Contents</a></h3>
  <ul>
<li><a class="reference internal" href="#"><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code> — Abstract Syntax Trees</a><ul>
<li><a class="reference internal" href="#node-classes">Node classes</a></li>
<li><a class="reference internal" href="#abstract-grammar">Abstract Grammar</a></li>
<li><a class="reference internal" href="#ast-helpers"><code class="xref py py-mod docutils literal notranslate"><span class="pre">ast</span></code> Helpers</a></li>
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